ITK  4.2.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Protected Member Functions | Private Attributes
itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector > Class Template Reference

#include <itkBackPropagationLayer.h>

+ Inheritance diagram for itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >:
+ Collaboration diagram for itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >:

List of all members.

Public Types

typedef SmartPointer< const SelfConstPointer
typedef
Superclass::InputFunctionInterfaceType 
InputFunctionInterfaceType
typedef
Superclass::InternalVectorType 
InternalVectorType
typedef
Superclass::LayerInterfaceType 
LayerInterfaceType
typedef vnl_vector< ValueTypeNodeVectorType
typedef
Superclass::OutputVectorType 
OutputVectorType
typedef SmartPointer< SelfPointer
typedef BackPropagationLayer Self
typedef LayerBase
< TMeasurementVector,
TTargetVector > 
Superclass
typedef
Superclass::TransferFunctionInterfaceType 
TransferFunctionInterfaceType
typedef Superclass::ValueType ValueType
typedef
Superclass::WeightSetInterfaceType 
WeightSetInterfaceType
typedef
CompletelyConnectedWeightSet
< TMeasurementVector,
TTargetVector > 
WeightSetType
- Public Types inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
typedef TMeasurementVector InputVectorType
enum  LayerTypeCode {
  INVALIDLAYER = 0,
  INPUTLAYER = 1,
  HIDDENLAYER = 2,
  OUTPUTLAYER = 3
}
typedef const ValueTypeValueConstPointer
typedef ValueTypeValuePointer
- Public Types inherited from itk::LightProcessObject
- Public Types inherited from itk::Object
- Public Types inherited from itk::LightObject

Public Member Functions

virtual ValueType Activation (ValueType)
virtual void BackwardPropagate ()
virtual void BackwardPropagate (InternalVectorType errors)
virtual ValueType DActivation (ValueType)
virtual void ForwardPropagate ()
virtual void ForwardPropagate (TMeasurementVector input)
virtual ValueType GetInputErrorValue (unsigned int node_id) const
virtual ValueTypeGetInputErrorVector ()
virtual ValueType GetInputValue (unsigned int i) const
virtual ValueType GetOutputErrorValue (unsigned int node_id) const
virtual ValueType GetOutputValue (unsigned int) const
virtual ValueTypeGetOutputVector ()
virtual void SetInputErrorValue (ValueType, unsigned int node_id)
virtual void SetInputValue (unsigned int i, ValueType value)
virtual void SetNumberOfNodes (unsigned int numNodes)
virtual void SetOutputErrorValues (TTargetVector)
virtual void SetOutputValue (unsigned int, ValueType)
void SetOutputVector (TMeasurementVector value)
virtual void SetBias (ValueType _arg)
virtual const ValueTypeGetBias ()
- Public Member Functions inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
virtual void BackwardPropagate (InternalVectorType)
virtual
TransferFunctionInterfaceType
GetActivationFunction ()
virtual const
TransferFunctionInterfaceType
GetActivationFunction ()
virtual WeightSetInterfaceTypeGetInputWeightSet ()
virtual const
WeightSetInterfaceType
GetInputWeightSet ()
virtual const unsigned int & GetLayerId ()
virtual LayerTypeCode GetLayerTypeCode () const
virtual
InputFunctionInterfaceType
GetNodeInputFunction ()
virtual const
InputFunctionInterfaceType
GetNodeInputFunction ()
unsigned int GetNumberOfNodes () const
virtual WeightSetInterfaceTypeGetOutputWeightSet ()
virtual const
WeightSetInterfaceType
GetOutputWeightSet ()
void SetInputWeightSet (WeightSetInterfaceType *)
virtual void SetLayerId (unsigned int _arg)
virtual void SetLayerTypeCode (const LayerTypeCode _arg)
void SetNodeInputFunction (InputFunctionInterfaceType *f)
void SetOutputWeightSet (WeightSetInterfaceType *)
void SetTransferFunction (TransferFunctionInterfaceType *f)
- Public Member Functions inherited from itk::LightProcessObject
virtual void AbortGenerateDataOff ()
virtual void AbortGenerateDataOn ()
virtual const bool & GetAbortGenerateData ()
virtual void SetAbortGenerateData (bool _arg)
virtual void UpdateOutputData ()
void UpdateProgress (float amount)
virtual void SetProgress (float _arg)
virtual const float & GetProgress ()
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
unsigned long AddObserver (const EventObject &event, Command *) const
virtual void DebugOff () const
virtual void DebugOn () const
CommandGetCommand (unsigned long tag)
bool GetDebug () const
MetaDataDictionaryGetMetaDataDictionary (void)
const MetaDataDictionaryGetMetaDataDictionary (void) const
virtual unsigned long GetMTime () const
virtual const TimeStampGetTimeStamp () const
bool HasObserver (const EventObject &event) const
void InvokeEvent (const EventObject &)
void InvokeEvent (const EventObject &) const
virtual void Modified () const
virtual void Register () const
void RemoveAllObservers ()
void RemoveObserver (unsigned long tag)
void SetDebug (bool debugFlag) const
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
virtual void SetReferenceCount (int)
virtual void UnRegister () const
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
virtual int GetReferenceCount () const
 itkCloneMacro (Self)
void Print (std::ostream &os, Indent indent=0) const

Protected Member Functions

 BackPropagationLayer ()
virtual void PrintSelf (std::ostream &os, Indent indent) const
virtual ~BackPropagationLayer ()
- Protected Member Functions inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
 LayerBase ()
 ~LayerBase ()
- Protected Member Functions inherited from itk::LightProcessObject
 LightProcessObject ()
 ~LightProcessObject ()
virtual void GenerateData ()
- Protected Member Functions inherited from itk::Object
 Object ()
bool PrintObservers (std::ostream &os, Indent indent) const
virtual void SetTimeStamp (const TimeStamp &time)
virtual ~Object ()
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 LightObject ()
virtual void PrintHeader (std::ostream &os, Indent indent) const
virtual void PrintTrailer (std::ostream &os, Indent indent) const
virtual ~LightObject ()

Private Attributes

ValueType m_Bias
NodeVectorType m_InputErrorValues
NodeVectorType m_NodeInputValues
NodeVectorType m_NodeOutputValues
NodeVectorType m_OutputErrorValues
virtual const char * GetNameOfClass () const
virtual ::itk::LightObject::Pointer CreateAnother (void) const
static Pointer New ()

Additional Inherited Members

- Protected Attributes inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
TransferFunctionInterfaceType::Pointer m_ActivationFunction
WeightSetInterfaceType::Pointer m_InputWeightSet
unsigned int m_LayerId
LayerTypeCode m_LayerTypeCode
InputFunctionInterfaceType::Pointer m_NodeInputFunction
unsigned int m_NumberOfNodes
WeightSetInterfaceType::Pointer m_OutputWeightSet

Detailed Description

template<class TMeasurementVector, class TTargetVector>
class itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >

This is the itkBackPropagationLayer class.

Definition at line 37 of file itkBackPropagationLayer.h.


Member Typedef Documentation

template<class TMeasurementVector , class TTargetVector >
typedef SmartPointer<const Self> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ConstPointer
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::InputFunctionInterfaceType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::InputFunctionInterfaceType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::InternalVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::InternalVectorType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::LayerInterfaceType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::LayerInterfaceType
template<class TMeasurementVector , class TTargetVector >
typedef vnl_vector<ValueType> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::NodeVectorType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::OutputVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::OutputVectorType
template<class TMeasurementVector , class TTargetVector >
typedef SmartPointer<Self> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Pointer
template<class TMeasurementVector , class TTargetVector >
typedef BackPropagationLayer itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Self

Standard class typedefs.

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 40 of file itkBackPropagationLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef LayerBase<TMeasurementVector, TTargetVector> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Superclass
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::TransferFunctionInterfaceType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::TransferFunctionInterfaceType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ValueType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::WeightSetInterfaceType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::WeightSetInterfaceType
template<class TMeasurementVector , class TTargetVector >
typedef CompletelyConnectedWeightSet<TMeasurementVector,TTargetVector> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::WeightSetType

Constructor & Destructor Documentation

template<class TMeasurementVector , class TTargetVector >
itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::BackPropagationLayer ( )
protected
template<class TMeasurementVector , class TTargetVector >
virtual itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::~BackPropagationLayer ( )
protectedvirtual

Member Function Documentation

template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Activation ( ValueType  )
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::BackwardPropagate ( )
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::BackwardPropagate ( InternalVectorType  errors)
virtual
template<class TMeasurementVector , class TTargetVector >
virtual::itk::LightObject::Pointer itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::CreateAnother ( void  ) const
virtual

Method for creation through the object factory.

Reimplemented from itk::LightProcessObject.

template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::DActivation ( ValueType  )
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ForwardPropagate ( )
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ForwardPropagate ( TMeasurementVector  input)
virtual
template<class TMeasurementVector , class TTargetVector >
virtual const ValueType& itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetBias ( )
virtual

Set/Get the bias

template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetInputErrorValue ( unsigned int  node_id) const
virtual
template<class TMeasurementVector , class TTargetVector >
virtual ValueType* itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetInputErrorVector ( )
virtual
template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetInputValue ( unsigned int  i) const
virtual
template<class TMeasurementVector , class TTargetVector >
virtual const char* itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetNameOfClass ( ) const
virtual

Method for creation through the object factory.

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetOutputErrorValue ( unsigned int  node_id) const
virtual
template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetOutputValue ( unsigned  int) const
virtual
template<class TMeasurementVector , class TTargetVector >
virtual ValueType* itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetOutputVector ( )
virtual
template<class TMeasurementVector , class TTargetVector >
static Pointer itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::New ( )
static

Method for creation through the object factory.

Reimplemented from itk::LightProcessObject.

template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
protectedvirtual

Method to print the object.

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetBias ( ValueType  _arg)
virtual

Set/Get the bias

template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetInputErrorValue ( ValueType  ,
unsigned int  node_id 
)
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetInputValue ( unsigned int  i,
ValueType  value 
)
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetNumberOfNodes ( unsigned int  numNodes)
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetOutputErrorValues ( TTargetVector  )
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetOutputValue ( unsigned  int,
ValueType   
)
virtual
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetOutputVector ( TMeasurementVector  value)

Member Data Documentation

template<class TMeasurementVector , class TTargetVector >
ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_Bias
private

Definition at line 109 of file itkBackPropagationLayer.h.

template<class TMeasurementVector , class TTargetVector >
NodeVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_InputErrorValues
private

Definition at line 107 of file itkBackPropagationLayer.h.

template<class TMeasurementVector , class TTargetVector >
NodeVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_NodeInputValues
private

Definition at line 105 of file itkBackPropagationLayer.h.

template<class TMeasurementVector , class TTargetVector >
NodeVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_NodeOutputValues
private

Definition at line 106 of file itkBackPropagationLayer.h.

template<class TMeasurementVector , class TTargetVector >
NodeVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_OutputErrorValues
private

Definition at line 108 of file itkBackPropagationLayer.h.


The documentation for this class was generated from the following file: